Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 41703 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.0 MiB |
| Average record size in memory | 200.0 B |
Variable types
| Categorical | 12 |
|---|---|
| Numeric | 11 |
| DateTime | 1 |
num_units has constant value "" | Constant |
project_name has a high cardinality: 1948 distinct values | High cardinality |
address has a high cardinality: 41672 distinct values | High cardinality |
nett_price has a high cardinality: 139 distinct values | High cardinality |
tenure has a high cardinality: 428 distinct values | High cardinality |
area_sqm is highly overall correlated with total_price | High correlation |
total_price is highly overall correlated with area_sqm and 1 other fields | High correlation |
price_psm is highly overall correlated with price_psf and 4 other fields | High correlation |
price_psf is highly overall correlated with price_psm and 4 other fields | High correlation |
completion_date is highly overall correlated with sale_type | High correlation |
postal_district is highly overall correlated with price_psm and 7 other fields | High correlation |
postal_sector is highly overall correlated with price_psm and 7 other fields | High correlation |
postal_code is highly overall correlated with price_psm and 7 other fields | High correlation |
lat is highly overall correlated with total_price and 7 other fields | High correlation |
lon is highly overall correlated with planning_region and 1 other fields | High correlation |
property_type is highly overall correlated with planning_area | High correlation |
sale_type is highly overall correlated with completion_date | High correlation |
planning_region is highly overall correlated with postal_district and 5 other fields | High correlation |
planning_area is highly overall correlated with postal_district and 7 other fields | High correlation |
is_leasehold is highly overall correlated with postal_district and 3 other fields | High correlation |
area_type is highly imbalanced (> 99.9%) | Imbalance |
nett_price is highly imbalanced (99.2%) | Imbalance |
address is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-04-19 12:19:27.611798 |
|---|---|
| Analysis finished | 2023-04-19 12:19:35.829458 |
| Duration | 8.22 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
project_name
Categorical
| Distinct | 1948 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| RIVERFRONT RESIDENCES | 936 |
|---|---|
| RIVERCOVE RESIDENCES | 620 |
| THE TAPESTRY | 613 |
| STIRLING RESIDENCES | 598 |
| PARK COLONIAL | 579 |
| Other values (1943) |
Length
| Max length | 47 |
|---|---|
| Median length | 28 |
| Mean length | 14.165288 |
| Min length | 2 |
Characters and Unicode
| Total characters | 590735 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 274 ? |
|---|---|
| Unique (%) | 0.7% |
Sample
| 1st row | THE BAYSHORE |
|---|---|
| 2nd row | KINGSFORD WATERBAY |
| 3rd row | THE JOVELL |
| 4th row | V ON SHENTON |
| 5th row | THE BEACON |
Common Values
| Value | Count | Frequency (%) |
| RIVERFRONT RESIDENCES | 936 | 2.2% |
| RIVERCOVE RESIDENCES | 620 | 1.5% |
| THE TAPESTRY | 613 | 1.5% |
| STIRLING RESIDENCES | 598 | 1.4% |
| PARK COLONIAL | 579 | 1.4% |
| PARC BOTANNIA | 535 | 1.3% |
| HUNDRED PALMS RESIDENCES | 531 | 1.3% |
| KINGSFORD WATERBAY | 513 | 1.2% |
| PARC ESTA | 483 | 1.2% |
| AFFINITY AT SERANGOON | 468 | 1.1% |
| Other values (1938) | 35827 |
Length
| Value | Count | Frequency (%) |
| residences | 7815 | 8.7% |
| the | 7785 | 8.7% |
| park | 2986 | 3.3% |
| parc | 2264 | 2.5% |
| at | 1973 | 2.2% |
| condominium | 1062 | 1.2% |
| 1025 | 1.1% | |
| residence | 993 | 1.1% |
| riverfront | 936 | 1.0% |
| suites | 795 | 0.9% |
| Other values (1600) | 62023 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 81353 | |
| R | 49120 | 8.3% |
| 47954 | 8.1% | |
| A | 45681 | 7.7% |
| S | 45320 | 7.7% |
| I | 42357 | 7.2% |
| N | 40704 | 6.9% |
| T | 35250 | 6.0% |
| O | 26287 | 4.4% |
| C | 22272 | 3.8% |
| Other values (34) | 154437 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 537960 | |
| Space Separator | 47954 | 8.1% |
| Decimal Number | 2799 | 0.5% |
| Other Punctuation | 1908 | 0.3% |
| Dash Punctuation | 114 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 81353 | |
| R | 49120 | 9.1% |
| A | 45681 | 8.5% |
| S | 45320 | 8.4% |
| I | 42357 | 7.9% |
| N | 40704 | 7.6% |
| T | 35250 | 6.6% |
| O | 26287 | 4.9% |
| C | 22272 | 4.1% |
| L | 20717 | 3.9% |
| Other values (16) | 128899 |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 747 | |
| 1 | 402 | |
| 3 | 393 | |
| 2 | 347 | |
| 6 | 239 | 8.5% |
| 5 | 236 | 8.4% |
| 0 | 181 | 6.5% |
| 4 | 146 | 5.2% |
| 7 | 55 | 2.0% |
| 9 | 53 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| @ | 1292 | |
| ' | 449 | 23.5% |
| . | 132 | 6.9% |
| & | 23 | 1.2% |
| # | 8 | 0.4% |
| / | 4 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 47954 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 114 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 537960 | |
| Common | 52775 | 8.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 81353 | |
| R | 49120 | 9.1% |
| A | 45681 | 8.5% |
| S | 45320 | 8.4% |
| I | 42357 | 7.9% |
| N | 40704 | 7.6% |
| T | 35250 | 6.6% |
| O | 26287 | 4.9% |
| C | 22272 | 4.1% |
| L | 20717 | 3.9% |
| Other values (16) | 128899 |
Common
| Value | Count | Frequency (%) |
| 47954 | ||
| @ | 1292 | 2.4% |
| 8 | 747 | 1.4% |
| ' | 449 | 0.9% |
| 1 | 402 | 0.8% |
| 3 | 393 | 0.7% |
| 2 | 347 | 0.7% |
| 6 | 239 | 0.5% |
| 5 | 236 | 0.4% |
| 0 | 181 | 0.3% |
| Other values (8) | 535 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 590735 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 81353 | |
| R | 49120 | 8.3% |
| 47954 | 8.1% | |
| A | 45681 | 7.7% |
| S | 45320 | 7.7% |
| I | 42357 | 7.2% |
| N | 40704 | 6.9% |
| T | 35250 | 6.0% |
| O | 26287 | 4.4% |
| C | 22272 | 3.8% |
| Other values (34) | 154437 |
address
Categorical
HIGH CARDINALITY  UNIFORM 
| Distinct | 41672 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| 489 Dunman Road #03-03 | 2 |
|---|---|
| 5 Jervois Close #07-10 | 2 |
| 70 Upper Serangoon View #07-33 | 2 |
| 376 Thomson Road #25-05 | 2 |
| 103 Prince Charles Crescent #09-07 | 2 |
| Other values (41667) |
Length
| Max length | 42 |
|---|---|
| Median length | 34 |
| Mean length | 27.228761 |
| Min length | 13 |
Characters and Unicode
| Total characters | 1135521 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 41641 ? |
|---|---|
| Unique (%) | 99.9% |
Sample
| 1st row | 22 Bayshore Road #03-02 |
|---|---|
| 2nd row | 66 Upper Serangoon View #16-12 |
| 3rd row | 13 Flora Drive #02-11 |
| 4th row | 5A Shenton Way #44-12 |
| 5th row | 130 Cantonment Road #10-04 |
Common Values
| Value | Count | Frequency (%) |
| 489 Dunman Road #03-03 | 2 | < 0.1% |
| 5 Jervois Close #07-10 | 2 | < 0.1% |
| 70 Upper Serangoon View #07-33 | 2 | < 0.1% |
| 376 Thomson Road #25-05 | 2 | < 0.1% |
| 103 Prince Charles Crescent #09-07 | 2 | < 0.1% |
| 10 Boon Lay Drive #03-30 | 2 | < 0.1% |
| 10 Martin Place #11-13 | 2 | < 0.1% |
| 336 River Valley Road #07-01 | 2 | < 0.1% |
| 4 Kovan Rise #08-09 | 2 | < 0.1% |
| 36 Dakota Crescent #14-05 | 2 | < 0.1% |
| Other values (41662) | 41683 |
Length
| Value | Count | Frequency (%) |
| road | 12726 | 6.6% |
| avenue | 5670 | 2.9% |
| street | 4292 | 2.2% |
| 1 | 3184 | 1.6% |
| drive | 2511 | 1.3% |
| 3 | 1811 | 0.9% |
| 7 | 1804 | 0.9% |
| serangoon | 1771 | 0.9% |
| lane | 1760 | 0.9% |
| coast | 1718 | 0.9% |
| Other values (4238) | 156067 |
Most occurring characters
| Value | Count | Frequency (%) |
| 234890 | ||
| e | 63924 | 5.6% |
| a | 57678 | 5.1% |
| 0 | 56184 | 4.9% |
| 1 | 53099 | 4.7% |
| o | 45545 | 4.0% |
| n | 42066 | 3.7% |
| - | 41610 | 3.7% |
| # | 41576 | 3.7% |
| 2 | 32326 | 2.8% |
| Other values (56) | 466623 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 452138 | |
| Decimal Number | 261712 | |
| Space Separator | 234890 | |
| Uppercase Letter | 103208 | 9.1% |
| Other Punctuation | 41963 | 3.7% |
| Dash Punctuation | 41610 | 3.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 63924 | |
| a | 57678 | |
| o | 45545 | |
| n | 42066 | |
| r | 32083 | 7.1% |
| i | 28074 | 6.2% |
| t | 25068 | 5.5% |
| d | 19310 | 4.3% |
| l | 19288 | 4.3% |
| s | 19018 | 4.2% |
| Other values (16) | 100084 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 15905 | |
| S | 12154 | |
| C | 9916 | 9.6% |
| A | 8592 | 8.3% |
| L | 6388 | 6.2% |
| P | 5613 | 5.4% |
| B | 5096 | 4.9% |
| T | 4868 | 4.7% |
| W | 4448 | 4.3% |
| K | 3727 | 3.6% |
| Other values (15) | 26501 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 56184 | |
| 1 | 53099 | |
| 2 | 32326 | |
| 3 | 26023 | |
| 5 | 19019 | 7.3% |
| 6 | 17300 | 6.6% |
| 4 | 17088 | 6.5% |
| 8 | 14946 | 5.7% |
| 7 | 14099 | 5.4% |
| 9 | 11628 | 4.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| # | 41576 | |
| . | 242 | 0.6% |
| ' | 145 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 234890 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 41610 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 580175 | |
| Latin | 555346 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 63924 | 11.5% |
| a | 57678 | 10.4% |
| o | 45545 | 8.2% |
| n | 42066 | 7.6% |
| r | 32083 | 5.8% |
| i | 28074 | 5.1% |
| t | 25068 | 4.5% |
| d | 19310 | 3.5% |
| l | 19288 | 3.5% |
| s | 19018 | 3.4% |
| Other values (41) | 203292 |
Common
| Value | Count | Frequency (%) |
| 234890 | ||
| 0 | 56184 | 9.7% |
| 1 | 53099 | 9.2% |
| - | 41610 | 7.2% |
| # | 41576 | 7.2% |
| 2 | 32326 | 5.6% |
| 3 | 26023 | 4.5% |
| 5 | 19019 | 3.3% |
| 6 | 17300 | 3.0% |
| 4 | 17088 | 2.9% |
| Other values (5) | 41060 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1135521 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 234890 | ||
| e | 63924 | 5.6% |
| a | 57678 | 5.1% |
| 0 | 56184 | 4.9% |
| 1 | 53099 | 4.7% |
| o | 45545 | 4.0% |
| n | 42066 | 3.7% |
| - | 41610 | 3.7% |
| # | 41576 | 3.7% |
| 2 | 32326 | 2.8% |
| Other values (56) | 466623 |
num_units
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 41703 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 41703 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 41703 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 41703 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 41703 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 41703 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 41703 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 41703 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41703 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 41703 |
area_sqm
Real number (ℝ)
| Distinct | 432 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.724193 |
| Minimum | 24 |
|---|---|
| Maximum | 898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 24 |
|---|---|
| 5-th percentile | 43 |
| Q1 | 67 |
| median | 93 |
| Q3 | 117 |
| 95-th percentile | 181 |
| Maximum | 898 |
| Range | 874 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 50.723676 |
|---|---|
| Coefficient of variation (CV) | 0.50863962 |
| Kurtosis | 21.104631 |
| Mean | 99.724193 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 3.1329406 |
| Sum | 4158798 |
| Variance | 2572.8913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 709 | 1.7% |
| 103 | 680 | 1.6% |
| 89 | 668 | 1.6% |
| 91 | 622 | 1.5% |
| 85 | 592 | 1.4% |
| 84 | 589 | 1.4% |
| 99 | 579 | 1.4% |
| 98 | 554 | 1.3% |
| 65 | 548 | 1.3% |
| 57 | 543 | 1.3% |
| Other values (422) | 35619 |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 30 | 3 | < 0.1% |
| 31 | 12 | < 0.1% |
| 32 | 23 | 0.1% |
| 33 | 33 | 0.1% |
| 34 | 68 | |
| 35 | 39 | |
| 36 | 54 | |
| 37 | 96 | |
| 38 | 78 |
| Value | Count | Frequency (%) |
| 898 | 1 | |
| 864 | 1 | |
| 742 | 1 | |
| 728 | 1 | |
| 717 | 1 | |
| 697 | 1 | |
| 677 | 2 | |
| 657 | 1 | |
| 656 | 1 | |
| 655 | 1 |
area_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Strata | |
|---|---|
| Land | 1 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.999952 |
| Min length | 4 |
Characters and Unicode
| Total characters | 250216 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Strata |
|---|---|
| 2nd row | Strata |
| 3rd row | Strata |
| 4th row | Strata |
| 5th row | Strata |
Common Values
| Value | Count | Frequency (%) |
| Strata | 41702 | |
| Land | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| strata | 41702 | |
| land | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 83405 | |
| t | 83404 | |
| S | 41702 | |
| r | 41702 | |
| L | 1 | < 0.1% |
| n | 1 | < 0.1% |
| d | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 208513 | |
| Uppercase Letter | 41703 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 83405 | |
| t | 83404 | |
| r | 41702 | |
| n | 1 | < 0.1% |
| d | 1 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 41702 | |
| L | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 250216 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 83405 | |
| t | 83404 | |
| S | 41702 | |
| r | 41702 | |
| L | 1 | < 0.1% |
| n | 1 | < 0.1% |
| d | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250216 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 83405 | |
| t | 83404 | |
| S | 41702 | |
| r | 41702 | |
| L | 1 | < 0.1% |
| n | 1 | < 0.1% |
| d | 1 | < 0.1% |
total_price
Real number (ℝ)
| Distinct | 9151 |
|---|---|
| Distinct (%) | 21.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1467677.4 |
| Minimum | 358000 |
|---|---|
| Maximum | 36280000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 358000 |
|---|---|
| 5-th percentile | 668530 |
| Q1 | 903000 |
| median | 1190000 |
| Q3 | 1626719.5 |
| 95-th percentile | 3067814 |
| Maximum | 36280000 |
| Range | 35922000 |
| Interquartile range (IQR) | 723719.5 |
Descriptive statistics
| Standard deviation | 1139893.6 |
|---|---|
| Coefficient of variation (CV) | 0.77666493 |
| Kurtosis | 82.524626 |
| Mean | 1467677.4 |
| Median Absolute Deviation (MAD) | 330000 |
| Skewness | 6.4045092 |
| Sum | 6.1206552 × 1010 |
| Variance | 1.2993574 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1200000 | 306 | 0.7% |
| 1100000 | 301 | 0.7% |
| 1300000 | 262 | 0.6% |
| 1050000 | 258 | 0.6% |
| 1150000 | 252 | 0.6% |
| 1500000 | 226 | 0.5% |
| 1400000 | 218 | 0.5% |
| 1350000 | 211 | 0.5% |
| 1180000 | 205 | 0.5% |
| 1250000 | 205 | 0.5% |
| Other values (9141) | 39259 |
| Value | Count | Frequency (%) |
| 358000 | 1 | |
| 362000 | 1 | |
| 369000 | 1 | |
| 371000 | 1 | |
| 373000 | 1 | |
| 376000 | 2 | |
| 380000 | 1 | |
| 383000 | 1 | |
| 388000 | 1 | |
| 392000 | 2 |
| Value | Count | Frequency (%) |
| 36280000 | 1 | |
| 28000000 | 1 | |
| 26000000 | 1 | |
| 25575000 | 1 | |
| 24500000 | 1 | |
| 24000000 | 1 | |
| 21861000 | 1 | |
| 20800000 | 1 | |
| 19600000 | 1 | |
| 18270240 | 1 |
nett_price
Categorical
HIGH CARDINALITY  IMBALANCE 
| Distinct | 139 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| - | |
|---|---|
| 895000 | 2 |
| 889000 | 2 |
| 853000 | 2 |
| 802700 | 2 |
| Other values (134) | 137 |
Length
| Max length | 7 |
|---|---|
| Median length | 1 |
| Mean length | 1.0191113 |
| Min length | 1 |
Characters and Unicode
| Total characters | 42500 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 131 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | - |
|---|---|
| 2nd row | - |
| 3rd row | - |
| 4th row | 2847680 |
| 5th row | - |
Common Values
| Value | Count | Frequency (%) |
| - | 41558 | |
| 895000 | 2 | < 0.1% |
| 889000 | 2 | < 0.1% |
| 853000 | 2 | < 0.1% |
| 802700 | 2 | < 0.1% |
| 1296000 | 2 | < 0.1% |
| 887000 | 2 | < 0.1% |
| 868420 | 2 | < 0.1% |
| 2927161 | 1 | < 0.1% |
| 995712 | 1 | < 0.1% |
| Other values (129) | 129 | 0.3% |
Length
| Value | Count | Frequency (%) |
| 41558 | ||
| 889000 | 2 | < 0.1% |
| 853000 | 2 | < 0.1% |
| 802700 | 2 | < 0.1% |
| 1296000 | 2 | < 0.1% |
| 887000 | 2 | < 0.1% |
| 868420 | 2 | < 0.1% |
| 895000 | 2 | < 0.1% |
| 825700 | 1 | < 0.1% |
| 856000 | 1 | < 0.1% |
| Other values (129) | 129 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 41558 | |
| 0 | 329 | 0.8% |
| 1 | 118 | 0.3% |
| 8 | 88 | 0.2% |
| 4 | 69 | 0.2% |
| 9 | 67 | 0.2% |
| 7 | 63 | 0.1% |
| 2 | 58 | 0.1% |
| 3 | 53 | 0.1% |
| 5 | 51 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Dash Punctuation | 41558 | |
| Decimal Number | 942 | 2.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 329 | |
| 1 | 118 | 12.5% |
| 8 | 88 | 9.3% |
| 4 | 69 | 7.3% |
| 9 | 67 | 7.1% |
| 7 | 63 | 6.7% |
| 2 | 58 | 6.2% |
| 3 | 53 | 5.6% |
| 5 | 51 | 5.4% |
| 6 | 46 | 4.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 41558 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 42500 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 41558 | |
| 0 | 329 | 0.8% |
| 1 | 118 | 0.3% |
| 8 | 88 | 0.2% |
| 4 | 69 | 0.2% |
| 9 | 67 | 0.2% |
| 7 | 63 | 0.1% |
| 2 | 58 | 0.1% |
| 3 | 53 | 0.1% |
| 5 | 51 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42500 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 41558 | |
| 0 | 329 | 0.8% |
| 1 | 118 | 0.3% |
| 8 | 88 | 0.2% |
| 4 | 69 | 0.2% |
| 9 | 67 | 0.2% |
| 7 | 63 | 0.1% |
| 2 | 58 | 0.1% |
| 3 | 53 | 0.1% |
| 5 | 51 | 0.1% |
price_psm
Real number (ℝ)
| Distinct | 14851 |
|---|---|
| Distinct (%) | 35.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14937.68 |
| Minimum | 4762 |
|---|---|
| Maximum | 53030 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 4762 |
|---|---|
| 5-th percentile | 8116 |
| Q1 | 10848.5 |
| median | 14338 |
| Q3 | 17813.5 |
| 95-th percentile | 24754.4 |
| Maximum | 53030 |
| Range | 48268 |
| Interquartile range (IQR) | 6965 |
Descriptive statistics
| Standard deviation | 5451.919 |
|---|---|
| Coefficient of variation (CV) | 0.36497764 |
| Kurtosis | 2.8492157 |
| Mean | 14937.68 |
| Median Absolute Deviation (MAD) | 3484 |
| Skewness | 1.2749083 |
| Sum | 6.2294605 × 108 |
| Variance | 29723421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 130 | 0.3% |
| 15000 | 84 | 0.2% |
| 16667 | 73 | 0.2% |
| 12500 | 73 | 0.2% |
| 20000 | 67 | 0.2% |
| 14000 | 56 | 0.1% |
| 13333 | 56 | 0.1% |
| 14286 | 56 | 0.1% |
| 16000 | 48 | 0.1% |
| 18000 | 48 | 0.1% |
| Other values (14841) | 41012 |
| Value | Count | Frequency (%) |
| 4762 | 1 | |
| 4875 | 1 | |
| 5251 | 1 | |
| 5275 | 1 | |
| 5325 | 1 | |
| 5353 | 1 | |
| 5357 | 1 | |
| 5358 | 1 | |
| 5392 | 1 | |
| 5414 | 1 |
| Value | Count | Frequency (%) |
| 53030 | 1 | |
| 49835 | 1 | |
| 49080 | 1 | |
| 46667 | 1 | |
| 46281 | 1 | |
| 44984 | 1 | |
| 44940 | 1 | |
| 44892 | 1 | |
| 44113 | 1 | |
| 43919 | 1 |
price_psf
Real number (ℝ)
| Distinct | 2748 |
|---|---|
| Distinct (%) | 6.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1387.7441 |
| Minimum | 442 |
|---|---|
| Maximum | 4927 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 442 |
|---|---|
| 5-th percentile | 754 |
| Q1 | 1008 |
| median | 1332 |
| Q3 | 1655 |
| 95-th percentile | 2299.9 |
| Maximum | 4927 |
| Range | 4485 |
| Interquartile range (IQR) | 647 |
Descriptive statistics
| Standard deviation | 506.49361 |
|---|---|
| Coefficient of variation (CV) | 0.36497622 |
| Kurtosis | 2.8493611 |
| Mean | 1387.7441 |
| Median Absolute Deviation (MAD) | 324 |
| Skewness | 1.274937 |
| Sum | 57873093 |
| Variance | 256535.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 929 | 132 | 0.3% |
| 1548 | 96 | 0.2% |
| 1394 | 89 | 0.2% |
| 1327 | 79 | 0.2% |
| 1161 | 76 | 0.2% |
| 1858 | 70 | 0.2% |
| 1301 | 69 | 0.2% |
| 1032 | 66 | 0.2% |
| 1239 | 65 | 0.2% |
| 1340 | 64 | 0.2% |
| Other values (2738) | 40897 |
| Value | Count | Frequency (%) |
| 442 | 1 | |
| 453 | 1 | |
| 488 | 1 | |
| 490 | 1 | |
| 495 | 1 | |
| 497 | 1 | |
| 498 | 2 | |
| 501 | 1 | |
| 503 | 1 | |
| 506 | 2 |
| Value | Count | Frequency (%) |
| 4927 | 1 | |
| 4630 | 1 | |
| 4560 | 1 | |
| 4335 | 1 | |
| 4300 | 1 | |
| 4179 | 1 | |
| 4175 | 1 | |
| 4171 | 1 | |
| 4098 | 1 | |
| 4080 | 1 |
sale_date
Date
| Distinct | 698 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Minimum | 2017-05-01 00:00:00 |
|---|---|
| Maximum | 2019-03-31 00:00:00 |
property_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Condominium | |
|---|---|
| Apartment | |
| Executive Condominium |
Length
| Max length | 21 |
|---|---|
| Median length | 11 |
| Mean length | 11.377431 |
| Min length | 9 |
Characters and Unicode
| Total characters | 474473 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Condominium |
|---|---|
| 2nd row | Apartment |
| 3rd row | Condominium |
| 4th row | Apartment |
| 5th row | Apartment |
Common Values
| Value | Count | Frequency (%) |
| Condominium | 22201 | |
| Apartment | 14940 | |
| Executive Condominium | 4562 | 10.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| condominium | 26763 | |
| apartment | 14940 | |
| executive | 4562 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 68466 | |
| m | 68466 | |
| i | 58088 | |
| o | 53526 | |
| t | 34442 | |
| u | 31325 | |
| C | 26763 | 5.6% |
| d | 26763 | 5.6% |
| e | 24064 | 5.1% |
| r | 14940 | 3.1% |
| Other values (8) | 67630 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 423646 | |
| Uppercase Letter | 46265 | 9.8% |
| Space Separator | 4562 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 68466 | |
| m | 68466 | |
| i | 58088 | |
| o | 53526 | |
| t | 34442 | |
| u | 31325 | |
| d | 26763 | 6.3% |
| e | 24064 | 5.7% |
| r | 14940 | 3.5% |
| a | 14940 | 3.5% |
| Other values (4) | 28626 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 26763 | |
| A | 14940 | |
| E | 4562 | 9.9% |
Space Separator
| Value | Count | Frequency (%) |
| 4562 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 469911 | |
| Common | 4562 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 68466 | |
| m | 68466 | |
| i | 58088 | |
| o | 53526 | |
| t | 34442 | |
| u | 31325 | |
| C | 26763 | 5.7% |
| d | 26763 | 5.7% |
| e | 24064 | 5.1% |
| r | 14940 | 3.2% |
| Other values (7) | 63068 |
Common
| Value | Count | Frequency (%) |
| 4562 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 474473 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 68466 | |
| m | 68466 | |
| i | 58088 | |
| o | 53526 | |
| t | 34442 | |
| u | 31325 | |
| C | 26763 | 5.6% |
| d | 26763 | 5.6% |
| e | 24064 | 5.1% |
| r | 14940 | 3.1% |
| Other values (8) | 67630 |
tenure
Categorical
| Distinct | 428 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Freehold | |
|---|---|
| 99 Yrs From 31/05/2018 | 936 |
| 99 Yrs From 05/12/2016 | 620 |
| 99 Yrs From 31/07/2017 | 613 |
| 99 Yrs From 25/08/2014 | 599 |
| Other values (423) |
Length
| Max length | 24 |
|---|---|
| Median length | 22 |
| Mean length | 18.284776 |
| Min length | 4 |
Characters and Unicode
| Total characters | 762530 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 14 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 99 Yrs From 31/05/1993 |
|---|---|
| 2nd row | 99 Yrs From 03/03/2014 |
| 3rd row | 99 Yrs From 08/03/2018 |
| 4th row | 99 Yrs From 29/11/2011 |
| 5th row | 99 Yrs From 05/03/2004 |
Common Values
| Value | Count | Frequency (%) |
| Freehold | 11073 | |
| 99 Yrs From 31/05/2018 | 936 | 2.2% |
| 99 Yrs From 05/12/2016 | 620 | 1.5% |
| 99 Yrs From 31/07/2017 | 613 | 1.5% |
| 99 Yrs From 25/08/2014 | 599 | 1.4% |
| 99 Yrs From 18/08/2017 | 598 | 1.4% |
| 99 Yrs From 11/10/2017 | 579 | 1.4% |
| 99 Yrs From 28/12/2016 | 535 | 1.3% |
| 99 Yrs From 30/05/2016 | 531 | 1.3% |
| 99 Yrs From 03/03/2014 | 513 | 1.2% |
| Other values (418) | 25106 |
Length
| Value | Count | Frequency (%) |
| from | 30333 | |
| yrs | 30333 | |
| 99 | 29363 | |
| freehold | 11073 | 8.3% |
| 999 | 988 | 0.7% |
| 31/05/2018 | 936 | 0.7% |
| 05/12/2016 | 620 | 0.5% |
| 31/07/2017 | 613 | 0.5% |
| 25/08/2014 | 599 | 0.4% |
| 18/08/2017 | 598 | 0.4% |
| Other values (431) | 27836 |
Most occurring characters
| Value | Count | Frequency (%) |
| 91623 | ||
| 9 | 75429 | |
| r | 72034 | 9.4% |
| 0 | 67676 | 8.9% |
| / | 60666 | 8.0% |
| 1 | 55089 | 7.2% |
| 2 | 43797 | 5.7% |
| o | 41701 | 5.5% |
| F | 41406 | 5.4% |
| s | 30923 | 4.1% |
| Other values (17) | 182186 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 305188 | |
| Lowercase Letter | 232716 | |
| Space Separator | 91623 | 12.0% |
| Uppercase Letter | 72333 | 9.5% |
| Other Punctuation | 60670 | 8.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 75429 | |
| 0 | 67676 | |
| 1 | 55089 | |
| 2 | 43797 | |
| 8 | 13577 | 4.4% |
| 5 | 12235 | 4.0% |
| 7 | 11006 | 3.6% |
| 3 | 10171 | 3.3% |
| 6 | 9337 | 3.1% |
| 4 | 6871 | 2.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 72034 | |
| o | 41701 | |
| s | 30923 | |
| m | 30333 | |
| e | 23031 | 9.9% |
| l | 11368 | 4.9% |
| h | 11368 | 4.9% |
| d | 11368 | 4.9% |
| a | 590 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 41406 | |
| Y | 30628 | |
| L | 295 | 0.4% |
| N | 2 | < 0.1% |
| A | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 60666 | |
| . | 4 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 91623 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 457481 | |
| Latin | 305049 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 72034 | |
| o | 41701 | |
| F | 41406 | |
| s | 30923 | |
| Y | 30628 | |
| m | 30333 | |
| e | 23031 | 7.5% |
| l | 11368 | 3.7% |
| h | 11368 | 3.7% |
| d | 11368 | 3.7% |
| Other values (4) | 889 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 91623 | ||
| 9 | 75429 | |
| 0 | 67676 | |
| / | 60666 | |
| 1 | 55089 | |
| 2 | 43797 | |
| 8 | 13577 | 3.0% |
| 5 | 12235 | 2.7% |
| 7 | 11006 | 2.4% |
| 3 | 10171 | 2.2% |
| Other values (3) | 16212 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 762530 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 91623 | ||
| 9 | 75429 | |
| r | 72034 | 9.4% |
| 0 | 67676 | 8.9% |
| / | 60666 | 8.0% |
| 1 | 55089 | 7.2% |
| 2 | 43797 | 5.7% |
| o | 41701 | 5.5% |
| F | 41406 | 5.4% |
| s | 30923 | 4.1% |
| Other values (17) | 182186 |
completion_date
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.8654 |
| Minimum | 1953 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 1953 |
|---|---|
| 5-th percentile | 1996 |
| Q1 | 2008 |
| median | 2016 |
| Q3 | 2023 |
| 95-th percentile | 2023 |
| Maximum | 2023 |
| Range | 70 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.134357 |
|---|---|
| Coefficient of variation (CV) | 0.0050322909 |
| Kurtosis | 0.92124435 |
| Mean | 2013.8654 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -1.1134015 |
| Sum | 83984229 |
| Variance | 102.70518 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2023 | 16839 | |
| 2017 | 2558 | 6.1% |
| 2015 | 1960 | 4.7% |
| 2014 | 1936 | 4.6% |
| 2016 | 1763 | 4.2% |
| 2013 | 1396 | 3.3% |
| 2011 | 1183 | 2.8% |
| 2010 | 954 | 2.3% |
| 2012 | 951 | 2.3% |
| 2009 | 946 | 2.3% |
| Other values (46) | 11217 |
| Value | Count | Frequency (%) |
| 1953 | 2 | < 0.1% |
| 1954 | 2 | < 0.1% |
| 1955 | 1 | < 0.1% |
| 1966 | 1 | < 0.1% |
| 1967 | 2 | < 0.1% |
| 1968 | 1 | < 0.1% |
| 1971 | 2 | < 0.1% |
| 1972 | 11 | |
| 1973 | 1 | < 0.1% |
| 1974 | 7 |
| Value | Count | Frequency (%) |
| 2023 | 16839 | |
| 2019 | 17 | < 0.1% |
| 2018 | 483 | 1.2% |
| 2017 | 2558 | 6.1% |
| 2016 | 1763 | 4.2% |
| 2015 | 1960 | 4.7% |
| 2014 | 1936 | 4.6% |
| 2013 | 1396 | 3.3% |
| 2012 | 951 | 2.3% |
| 2011 | 1183 | 2.8% |
sale_type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Resale | |
|---|---|
| New Sale | |
| Sub Sale | 614 |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.9440088 |
| Min length | 6 |
Characters and Unicode
| Total characters | 289586 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Resale |
|---|---|
| 2nd row | Sub Sale |
| 3rd row | New Sale |
| 4th row | New Sale |
| 5th row | Resale |
Common Values
| Value | Count | Frequency (%) |
| Resale | 22019 | |
| New Sale | 19070 | |
| Sub Sale | 614 | 1.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| resale | 22019 | |
| sale | 19684 | |
| new | 19070 | |
| sub | 614 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 82792 | |
| a | 41703 | |
| l | 41703 | |
| R | 22019 | 7.6% |
| s | 22019 | 7.6% |
| S | 20298 | 7.0% |
| 19684 | 6.8% | |
| N | 19070 | 6.6% |
| w | 19070 | 6.6% |
| u | 614 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 208515 | |
| Uppercase Letter | 61387 | 21.2% |
| Space Separator | 19684 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 82792 | |
| a | 41703 | |
| l | 41703 | |
| s | 22019 | 10.6% |
| w | 19070 | 9.1% |
| u | 614 | 0.3% |
| b | 614 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 22019 | |
| S | 20298 | |
| N | 19070 |
Space Separator
| Value | Count | Frequency (%) |
| 19684 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 269902 | |
| Common | 19684 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 82792 | |
| a | 41703 | |
| l | 41703 | |
| R | 22019 | 8.2% |
| s | 22019 | 8.2% |
| S | 20298 | 7.5% |
| N | 19070 | 7.1% |
| w | 19070 | 7.1% |
| u | 614 | 0.2% |
| b | 614 | 0.2% |
Common
| Value | Count | Frequency (%) |
| 19684 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 289586 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 82792 | |
| a | 41703 | |
| l | 41703 | |
| R | 22019 | 7.6% |
| s | 22019 | 7.6% |
| S | 20298 | 7.0% |
| 19684 | 6.8% | |
| N | 19070 | 6.6% |
| w | 19070 | 6.6% |
| u | 614 | 0.2% |
purchaser_address
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Private | |
|---|---|
| HDB | |
| N.A |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 4.8895523 |
| Min length | 3 |
Characters and Unicode
| Total characters | 203909 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Private |
|---|---|
| 2nd row | Private |
| 3rd row | N.A |
| 4th row | N.A |
| 5th row | Private |
Common Values
| Value | Count | Frequency (%) |
| Private | 19700 | |
| HDB | 15796 | |
| N.A | 6207 | 14.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| private | 19700 | |
| hdb | 15796 | |
| n.a | 6207 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 19700 | |
| r | 19700 | |
| i | 19700 | |
| v | 19700 | |
| a | 19700 | |
| t | 19700 | |
| e | 19700 | |
| H | 15796 | |
| D | 15796 | |
| B | 15796 | |
| Other values (3) | 18621 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 118200 | |
| Uppercase Letter | 79502 | |
| Other Punctuation | 6207 | 3.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 19700 | |
| H | 15796 | |
| D | 15796 | |
| B | 15796 | |
| N | 6207 | 7.8% |
| A | 6207 | 7.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 19700 | |
| i | 19700 | |
| v | 19700 | |
| a | 19700 | |
| t | 19700 | |
| e | 19700 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 197702 | |
| Common | 6207 | 3.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 19700 | |
| r | 19700 | |
| i | 19700 | |
| v | 19700 | |
| a | 19700 | |
| t | 19700 | |
| e | 19700 | |
| H | 15796 | |
| D | 15796 | |
| B | 15796 | |
| Other values (2) | 12414 |
Common
| Value | Count | Frequency (%) |
| . | 6207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 203909 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 19700 | |
| r | 19700 | |
| i | 19700 | |
| v | 19700 | |
| a | 19700 | |
| t | 19700 | |
| e | 19700 | |
| H | 15796 | |
| D | 15796 | |
| B | 15796 | |
| Other values (3) | 18621 |
postal_district
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.982231 |
| Minimum | 1 |
|---|---|
| Maximum | 28 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 10 |
| median | 15 |
| Q3 | 19 |
| 95-th percentile | 27 |
| Maximum | 28 |
| Range | 27 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 7.0195228 |
|---|---|
| Coefficient of variation (CV) | 0.46852318 |
| Kurtosis | -0.7830344 |
| Mean | 14.982231 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.15634662 |
| Sum | 624804 |
| Variance | 49.2737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 6155 | |
| 15 | 2817 | 6.8% |
| 5 | 2795 | 6.7% |
| 18 | 2759 | 6.6% |
| 3 | 2696 | 6.5% |
| 14 | 2524 | 6.1% |
| 23 | 2485 | 6.0% |
| 27 | 2281 | 5.5% |
| 9 | 2258 | 5.4% |
| 10 | 2130 | 5.1% |
| Other values (17) | 12803 |
| Value | Count | Frequency (%) |
| 1 | 426 | 1.0% |
| 2 | 459 | 1.1% |
| 3 | 2696 | |
| 4 | 518 | 1.2% |
| 5 | 2795 | |
| 6 | 2 | < 0.1% |
| 7 | 223 | 0.5% |
| 8 | 505 | 1.2% |
| 9 | 2258 | |
| 10 | 2130 |
| Value | Count | Frequency (%) |
| 28 | 835 | 2.0% |
| 27 | 2281 | 5.5% |
| 26 | 251 | 0.6% |
| 25 | 617 | 1.5% |
| 23 | 2485 | |
| 22 | 728 | 1.7% |
| 21 | 1157 | 2.8% |
| 20 | 1107 | 2.7% |
| 19 | 6155 | |
| 18 | 2759 |
postal_sector
Real number (ℝ)
| Distinct | 69 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.709086 |
| Minimum | 1 |
|---|---|
| Maximum | 82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 24 |
| median | 44 |
| Q3 | 55 |
| 95-th percentile | 76 |
| Maximum | 82 |
| Range | 81 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 20.530996 |
|---|---|
| Coefficient of variation (CV) | 0.4807173 |
| Kurtosis | -0.95584916 |
| Mean | 42.709086 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.034008572 |
| Sum | 1781097 |
| Variance | 421.52181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53 | 2651 | 6.4% |
| 54 | 2179 | 5.2% |
| 12 | 1965 | 4.7% |
| 52 | 1912 | 4.6% |
| 76 | 1760 | 4.2% |
| 14 | 1417 | 3.4% |
| 23 | 1351 | 3.2% |
| 35 | 1325 | 3.2% |
| 43 | 1264 | 3.0% |
| 15 | 988 | 2.4% |
| Other values (59) | 24891 |
| Value | Count | Frequency (%) |
| 1 | 289 | 0.7% |
| 5 | 13 | < 0.1% |
| 6 | 124 | 0.3% |
| 7 | 321 | 0.8% |
| 8 | 138 | 0.3% |
| 9 | 390 | 0.9% |
| 10 | 128 | 0.3% |
| 11 | 681 | 1.6% |
| 12 | 1965 | |
| 13 | 149 | 0.4% |
| Value | Count | Frequency (%) |
| 82 | 531 | 1.3% |
| 80 | 125 | 0.3% |
| 79 | 710 | |
| 78 | 231 | 0.6% |
| 77 | 20 | < 0.1% |
| 76 | 1760 | |
| 75 | 521 | 1.2% |
| 73 | 617 | 1.5% |
| 68 | 941 | |
| 67 | 490 | 1.2% |
postal_code
Real number (ℝ)
| Distinct | 4647 |
|---|---|
| Distinct (%) | 11.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 434943.53 |
| Minimum | 18965 |
|---|---|
| Maximum | 828843 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 18965 |
|---|---|
| 5-th percentile | 126751 |
| Q1 | 249566 |
| median | 449028 |
| Q3 | 554341 |
| 95-th percentile | 768131.9 |
| Maximum | 828843 |
| Range | 809878 |
| Interquartile range (IQR) | 304775 |
Descriptive statistics
| Standard deviation | 204878.16 |
|---|---|
| Coefficient of variation (CV) | 0.47104543 |
| Kurtosis | -0.94666983 |
| Mean | 434943.53 |
| Median Absolute Deviation (MAD) | 141071 |
| Skewness | -0.028736184 |
| Sum | 1.813845 × 1010 |
| Variance | 4.1975062 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 126756 | 296 | 0.7% |
| 148960 | 294 | 0.7% |
| 148962 | 278 | 0.7% |
| 158745 | 203 | 0.5% |
| 149456 | 185 | 0.4% |
| 237963 | 180 | 0.4% |
| 357688 | 174 | 0.4% |
| 149457 | 168 | 0.4% |
| 533813 | 167 | 0.4% |
| 126754 | 167 | 0.4% |
| Other values (4637) | 39591 |
| Value | Count | Frequency (%) |
| 18965 | 3 | < 0.1% |
| 18978 | 107 | |
| 18979 | 82 | |
| 18980 | 25 | 0.1% |
| 18985 | 32 | 0.1% |
| 18987 | 40 | 0.1% |
| 58416 | 2 | < 0.1% |
| 59108 | 11 | < 0.1% |
| 68803 | 37 | 0.1% |
| 68814 | 42 | 0.1% |
| Value | Count | Frequency (%) |
| 828843 | 2 | < 0.1% |
| 828842 | 6 | |
| 828841 | 1 | < 0.1% |
| 828840 | 1 | < 0.1% |
| 828833 | 6 | |
| 828832 | 10 | |
| 828831 | 7 | |
| 828830 | 5 | |
| 828823 | 7 | |
| 828822 | 10 |
planning_region
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Central Region | |
|---|---|
| North East Region | |
| East Region | |
| West Region | |
| North Region |
Length
| Max length | 17 |
|---|---|
| Median length | 14 |
| Mean length | 13.534014 |
| Min length | 11 |
Characters and Unicode
| Total characters | 564409 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | East Region |
|---|---|
| 2nd row | North East Region |
| 3rd row | East Region |
| 4th row | Central Region |
| 5th row | Central Region |
Common Values
| Value | Count | Frequency (%) |
| Central Region | 19402 | |
| North East Region | 7420 | 17.8% |
| East Region | 6405 | 15.4% |
| West Region | 5526 | 13.3% |
| North Region | 2950 | 7.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| region | 41703 | |
| central | 19402 | |
| east | 13825 | 15.2% |
| north | 10370 | 11.4% |
| west | 5526 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 66631 | |
| n | 61105 | |
| o | 52073 | |
| t | 49123 | |
| 49123 | ||
| R | 41703 | |
| i | 41703 | |
| g | 41703 | |
| a | 33227 | 5.9% |
| r | 29772 | 5.3% |
| Other values (7) | 98246 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 424460 | |
| Uppercase Letter | 90826 | 16.1% |
| Space Separator | 49123 | 8.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 66631 | |
| n | 61105 | |
| o | 52073 | |
| t | 49123 | |
| i | 41703 | |
| g | 41703 | |
| a | 33227 | |
| r | 29772 | |
| l | 19402 | 4.6% |
| s | 19351 | 4.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 41703 | |
| C | 19402 | |
| E | 13825 | 15.2% |
| N | 10370 | 11.4% |
| W | 5526 | 6.1% |
Space Separator
| Value | Count | Frequency (%) |
| 49123 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 515286 | |
| Common | 49123 | 8.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 66631 | |
| n | 61105 | |
| o | 52073 | |
| t | 49123 | |
| R | 41703 | |
| i | 41703 | |
| g | 41703 | |
| a | 33227 | |
| r | 29772 | 5.8% |
| C | 19402 | 3.8% |
| Other values (6) | 78844 |
Common
| Value | Count | Frequency (%) |
| 49123 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 564409 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 66631 | |
| n | 61105 | |
| o | 52073 | |
| t | 49123 | |
| 49123 | ||
| R | 41703 | |
| i | 41703 | |
| g | 41703 | |
| a | 33227 | 5.9% |
| r | 29772 | 5.3% |
| Other values (7) | 98246 |
planning_area
Categorical
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| Hougang | |
|---|---|
| Bedok | |
| Geylang | 2439 |
| Queenstown | 2322 |
| Clementi | 2018 |
| Other values (32) |
Length
| Max length | 16 |
|---|---|
| Median length | 13 |
| Mean length | 8.577968 |
| Min length | 5 |
Characters and Unicode
| Total characters | 357727 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bedok |
|---|---|
| 2nd row | Hougang |
| 3rd row | Pasir Ris |
| 4th row | Downtown Core |
| 5th row | Bukit Merah |
Common Values
| Value | Count | Frequency (%) |
| Hougang | 3405 | 8.2% |
| Bedok | 2881 | 6.9% |
| Geylang | 2439 | 5.8% |
| Queenstown | 2322 | 5.6% |
| Clementi | 2018 | 4.8% |
| Tampines | 2003 | 4.8% |
| Toa Payoh | 1855 | 4.4% |
| Sengkang | 1847 | 4.4% |
| Bukit Merah | 1716 | 4.1% |
| Bukit Timah | 1702 | 4.1% |
| Other values (27) | 19515 |
Length
| Value | Count | Frequency (%) |
| bukit | 5235 | 9.2% |
| hougang | 3405 | 6.0% |
| bedok | 2881 | 5.0% |
| geylang | 2439 | 4.3% |
| queenstown | 2322 | 4.1% |
| clementi | 2018 | 3.5% |
| tampines | 2003 | 3.5% |
| toa | 1855 | 3.3% |
| payoh | 1855 | 3.3% |
| sengkang | 1847 | 3.2% |
| Other values (39) | 31197 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 37304 | 10.4% |
| n | 36745 | 10.3% |
| e | 29969 | 8.4% |
| o | 25957 | 7.3% |
| g | 21503 | 6.0% |
| i | 20468 | 5.7% |
| 15354 | 4.3% | |
| u | 14913 | 4.2% |
| t | 13026 | 3.6% |
| l | 11990 | 3.4% |
| Other values (34) | 130498 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 285316 | |
| Uppercase Letter | 57057 | 15.9% |
| Space Separator | 15354 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 37304 | |
| n | 36745 | |
| e | 29969 | |
| o | 25957 | |
| g | 21503 | 7.5% |
| i | 20468 | 7.2% |
| u | 14913 | 5.2% |
| t | 13026 | 4.6% |
| l | 11990 | 4.2% |
| s | 11306 | 4.0% |
| Other values (12) | 62135 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 10274 | |
| T | 6567 | |
| P | 5442 | |
| C | 4768 | |
| S | 4305 | |
| R | 3461 | 6.1% |
| H | 3405 | 6.0% |
| M | 3176 | 5.6% |
| K | 2804 | 4.9% |
| G | 2439 | 4.3% |
| Other values (11) | 10416 |
Space Separator
| Value | Count | Frequency (%) |
| 15354 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 342373 | |
| Common | 15354 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 37304 | 10.9% |
| n | 36745 | 10.7% |
| e | 29969 | 8.8% |
| o | 25957 | 7.6% |
| g | 21503 | 6.3% |
| i | 20468 | 6.0% |
| u | 14913 | 4.4% |
| t | 13026 | 3.8% |
| l | 11990 | 3.5% |
| s | 11306 | 3.3% |
| Other values (33) | 119192 |
Common
| Value | Count | Frequency (%) |
| 15354 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 357727 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 37304 | 10.4% |
| n | 36745 | 10.3% |
| e | 29969 | 8.4% |
| o | 25957 | 7.3% |
| g | 21503 | 6.0% |
| i | 20468 | 5.7% |
| 15354 | 4.3% | |
| u | 14913 | 4.2% |
| t | 13026 | 3.6% |
| l | 11990 | 3.4% |
| Other values (34) | 130498 |
date_id
Real number (ℝ)
| Distinct | 698 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 306.83512 |
| Minimum | 0 |
|---|---|
| Maximum | 697 |
| Zeros | 67 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 136 |
| median | 310 |
| Q3 | 437 |
| 95-th percentile | 654 |
| Maximum | 697 |
| Range | 697 |
| Interquartile range (IQR) | 301 |
Descriptive statistics
| Standard deviation | 191.93928 |
|---|---|
| Coefficient of variation (CV) | 0.62554533 |
| Kurtosis | -0.97132853 |
| Mean | 306.83512 |
| Median Absolute Deviation (MAD) | 153 |
| Skewness | 0.24317778 |
| Sum | 12795945 |
| Variance | 36840.686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 429 | 990 | 2.4% |
| 82 | 590 | 1.4% |
| 347 | 465 | 1.1% |
| 368 | 375 | 0.9% |
| 508 | 308 | 0.7% |
| 96 | 305 | 0.7% |
| 326 | 304 | 0.7% |
| 689 | 249 | 0.6% |
| 194 | 235 | 0.6% |
| 340 | 228 | 0.5% |
| Other values (688) | 37654 |
| Value | Count | Frequency (%) |
| 0 | 67 | |
| 1 | 81 | |
| 2 | 96 | |
| 3 | 71 | |
| 4 | 105 | |
| 5 | 38 | 0.1% |
| 6 | 47 | 0.1% |
| 7 | 123 | |
| 8 | 82 | |
| 9 | 62 |
| Value | Count | Frequency (%) |
| 697 | 41 | 0.1% |
| 696 | 41 | 0.1% |
| 695 | 39 | 0.1% |
| 694 | 55 | 0.1% |
| 693 | 49 | 0.1% |
| 692 | 48 | 0.1% |
| 691 | 57 | 0.1% |
| 690 | 38 | 0.1% |
| 689 | 249 | |
| 688 | 74 | 0.2% |
is_leasehold
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 651.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 41703 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 29366 | |
| 0 | 12337 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 29366 | |
| 0 | 12337 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 29366 | |
| 0 | 12337 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 41703 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 29366 | |
| 0 | 12337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 41703 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 29366 | |
| 0 | 12337 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41703 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 29366 | |
| 0 | 12337 |
lat
Real number (ℝ)
| Distinct | 4540 |
|---|---|
| Distinct (%) | 10.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3396511 |
| Minimum | 1.2393366 |
|---|---|
| Maximum | 1.4564363 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 1.2393366 |
|---|---|
| 5-th percentile | 1.2845173 |
| Q1 | 1.3078028 |
| median | 1.333824 |
| Q3 | 1.3692643 |
| 95-th percentile | 1.4239064 |
| Maximum | 1.4564363 |
| Range | 0.21709963 |
| Interquartile range (IQR) | 0.06146149 |
Descriptive statistics
| Standard deviation | 0.041217093 |
|---|---|
| Coefficient of variation (CV) | 0.030767036 |
| Kurtosis | -0.11519856 |
| Mean | 1.3396511 |
| Median Absolute Deviation (MAD) | 0.028669678 |
| Skewness | 0.63271513 |
| Sum | 55867.468 |
| Variance | 0.0016988487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.31968768 | 296 | 0.7% |
| 1.292054817 | 294 | 0.7% |
| 1.291149506 | 278 | 0.7% |
| 1.290030671 | 203 | 0.5% |
| 1.294746118 | 185 | 0.4% |
| 1.293037367 | 180 | 0.4% |
| 1.338538839 | 174 | 0.4% |
| 1.294336667 | 168 | 0.4% |
| 1.320614301 | 167 | 0.4% |
| 1.370170753 | 167 | 0.4% |
| Other values (4530) | 39591 |
| Value | Count | Frequency (%) |
| 1.239336627 | 4 | |
| 1.239415475 | 1 | < 0.1% |
| 1.239948547 | 1 | < 0.1% |
| 1.242440985 | 7 | |
| 1.242963992 | 1 | < 0.1% |
| 1.242974246 | 2 | < 0.1% |
| 1.243234247 | 5 | |
| 1.243744865 | 7 | |
| 1.244007259 | 4 | |
| 1.244201733 | 7 |
| Value | Count | Frequency (%) |
| 1.456436254 | 11 | < 0.1% |
| 1.456211379 | 10 | < 0.1% |
| 1.456182921 | 18 | |
| 1.456008947 | 12 | < 0.1% |
| 1.448200366 | 4 | < 0.1% |
| 1.447039421 | 35 | |
| 1.446856479 | 14 | < 0.1% |
| 1.446681447 | 7 | < 0.1% |
| 1.446633687 | 30 | |
| 1.446515198 | 11 | < 0.1% |
lon
Real number (ℝ)
| Distinct | 4520 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.85135 |
| Minimum | 103.69561 |
|---|---|
| Maximum | 103.97119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 651.6 KiB |
Quantile statistics
| Minimum | 103.69561 |
|---|---|
| 5-th percentile | 103.75158 |
| Q1 | 103.81206 |
| median | 103.85069 |
| Q3 | 103.89602 |
| 95-th percentile | 103.94561 |
| Maximum | 103.97119 |
| Range | 0.2755851 |
| Interquartile range (IQR) | 0.08396415 |
Descriptive statistics
| Standard deviation | 0.058796372 |
|---|---|
| Coefficient of variation (CV) | 0.00056615899 |
| Kurtosis | -0.56852466 |
| Mean | 103.85135 |
| Median Absolute Deviation (MAD) | 0.0420593 |
| Skewness | -0.20412775 |
| Sum | 4330912.7 |
| Variance | 0.0034570134 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 103.7526994 | 296 | 0.7% |
| 103.8055464 | 294 | 0.7% |
| 103.8045736 | 278 | 0.7% |
| 103.8171853 | 203 | 0.5% |
| 103.8068303 | 185 | 0.4% |
| 103.8377728 | 180 | 0.4% |
| 103.87008 | 174 | 0.4% |
| 103.8070201 | 168 | 0.4% |
| 103.8999986 | 167 | 0.4% |
| 103.7532909 | 167 | 0.4% |
| Other values (4510) | 39591 |
| Value | Count | Frequency (%) |
| 103.6956085 | 2 | < 0.1% |
| 103.6958568 | 2 | < 0.1% |
| 103.6961287 | 3 | < 0.1% |
| 103.6961471 | 1 | < 0.1% |
| 103.6962149 | 11 | |
| 103.6963648 | 10 | |
| 103.6963988 | 3 | < 0.1% |
| 103.6965264 | 2 | < 0.1% |
| 103.6965346 | 8 | |
| 103.696551 | 19 |
| Value | Count | Frequency (%) |
| 103.9711936 | 4 | |
| 103.9710988 | 1 | < 0.1% |
| 103.9710089 | 4 | |
| 103.9706894 | 3 | |
| 103.9706773 | 1 | < 0.1% |
| 103.9705715 | 3 | |
| 103.9703292 | 2 | < 0.1% |
| 103.9700192 | 5 | |
| 103.9698251 | 2 | < 0.1% |
| 103.9695964 | 1 | < 0.1% |
| area_sqm | total_price | price_psm | price_psf | completion_date | postal_district | postal_sector | postal_code | date_id | lat | lon | area_type | property_type | sale_type | purchaser_address | planning_region | planning_area | is_leasehold | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| area_sqm | 1.000 | 0.657 | -0.315 | -0.315 | -0.476 | 0.020 | 0.018 | 0.023 | -0.107 | -0.023 | -0.073 | 0.026 | 0.154 | 0.281 | 0.196 | 0.085 | 0.130 | 0.229 |
| total_price | 0.657 | 1.000 | 0.434 | 0.434 | -0.174 | -0.448 | -0.441 | -0.438 | 0.046 | -0.516 | -0.150 | 0.000 | 0.059 | 0.076 | 0.101 | 0.090 | 0.158 | 0.169 |
| price_psm | -0.315 | 0.434 | 1.000 | 1.000 | 0.319 | -0.613 | -0.600 | -0.602 | 0.190 | -0.653 | -0.124 | 0.000 | 0.438 | 0.183 | 0.183 | 0.355 | 0.363 | 0.265 |
| price_psf | -0.315 | 0.434 | 1.000 | 1.000 | 0.319 | -0.613 | -0.600 | -0.602 | 0.190 | -0.653 | -0.124 | 0.000 | 0.438 | 0.183 | 0.183 | 0.355 | 0.363 | 0.265 |
| completion_date | -0.476 | -0.174 | 0.319 | 0.319 | 1.000 | 0.026 | 0.027 | 0.017 | 0.064 | 0.143 | 0.004 | 0.000 | 0.220 | 0.677 | 0.329 | 0.137 | 0.234 | 0.431 |
| postal_district | 0.020 | -0.448 | -0.613 | -0.613 | 0.026 | 1.000 | 0.987 | 0.986 | -0.054 | 0.880 | 0.123 | 0.000 | 0.368 | 0.269 | 0.245 | 0.733 | 0.856 | 0.530 |
| postal_sector | 0.018 | -0.441 | -0.600 | -0.600 | 0.027 | 0.987 | 1.000 | 1.000 | -0.051 | 0.877 | 0.148 | 0.003 | 0.363 | 0.268 | 0.253 | 0.680 | 0.874 | 0.521 |
| postal_code | 0.023 | -0.438 | -0.602 | -0.602 | 0.017 | 0.986 | 1.000 | 1.000 | -0.055 | 0.875 | 0.148 | 0.002 | 0.363 | 0.266 | 0.252 | 0.679 | 0.873 | 0.519 |
| date_id | -0.107 | 0.046 | 0.190 | 0.190 | 0.064 | -0.054 | -0.051 | -0.055 | 1.000 | -0.021 | 0.099 | 0.000 | 0.186 | 0.109 | 0.232 | 0.121 | 0.176 | 0.098 |
| lat | -0.023 | -0.516 | -0.653 | -0.653 | 0.143 | 0.880 | 0.877 | 0.875 | -0.021 | 1.000 | 0.162 | 0.000 | 0.466 | 0.174 | 0.203 | 0.657 | 0.815 | 0.383 |
| lon | -0.073 | -0.150 | -0.124 | -0.124 | 0.004 | 0.123 | 0.148 | 0.148 | 0.099 | 0.162 | 1.000 | 0.000 | 0.287 | 0.144 | 0.136 | 0.735 | 0.785 | 0.237 |
| area_type | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.002 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| property_type | 0.154 | 0.059 | 0.438 | 0.438 | 0.220 | 0.368 | 0.363 | 0.363 | 0.186 | 0.466 | 0.287 | 0.000 | 1.000 | 0.217 | 0.173 | 0.392 | 0.580 | 0.262 |
| sale_type | 0.281 | 0.076 | 0.183 | 0.183 | 0.677 | 0.269 | 0.268 | 0.266 | 0.109 | 0.174 | 0.144 | 0.000 | 0.217 | 1.000 | 0.344 | 0.156 | 0.393 | 0.421 |
| purchaser_address | 0.196 | 0.101 | 0.183 | 0.183 | 0.329 | 0.245 | 0.253 | 0.252 | 0.232 | 0.203 | 0.136 | 0.000 | 0.173 | 0.344 | 1.000 | 0.192 | 0.297 | 0.266 |
| planning_region | 0.085 | 0.090 | 0.355 | 0.355 | 0.137 | 0.733 | 0.680 | 0.679 | 0.121 | 0.657 | 0.735 | 0.000 | 0.392 | 0.156 | 0.192 | 1.000 | 1.000 | 0.358 |
| planning_area | 0.130 | 0.158 | 0.363 | 0.363 | 0.234 | 0.856 | 0.874 | 0.873 | 0.176 | 0.815 | 0.785 | 0.000 | 0.580 | 0.393 | 0.297 | 1.000 | 1.000 | 0.621 |
| is_leasehold | 0.229 | 0.169 | 0.265 | 0.265 | 0.431 | 0.530 | 0.521 | 0.519 | 0.098 | 0.383 | 0.237 | 0.000 | 0.262 | 0.421 | 0.266 | 0.358 | 0.621 | 1.000 |
| project_name | address | num_units | area_sqm | area_type | total_price | nett_price | price_psm | price_psf | sale_date | property_type | tenure | completion_date | sale_type | purchaser_address | postal_district | postal_sector | postal_code | planning_region | planning_area | date_id | is_leasehold | lat | lon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | THE BAYSHORE | 22 Bayshore Road #03-02 | 1 | 88 | Strata | 888000 | - | 10091 | 937 | 2019-02-28 | Condominium | 99 Yrs From 31/05/1993 | 1996 | Resale | Private | 16 | 46 | 469970 | East Region | Bedok | 666 | 1 | 1.312420 | 103.938628 |
| 1 | KINGSFORD WATERBAY | 66 Upper Serangoon View #16-12 | 1 | 102 | Strata | 1280000 | - | 12549 | 1166 | 2019-02-28 | Apartment | 99 Yrs From 03/03/2014 | 2018 | Sub Sale | Private | 19 | 53 | 533885 | North East Region | Hougang | 666 | 1 | 1.373526 | 103.902708 |
| 2 | THE JOVELL | 13 Flora Drive #02-11 | 1 | 42 | Strata | 615000 | - | 14643 | 1360 | 2019-02-28 | Condominium | 99 Yrs From 08/03/2018 | 2023 | New Sale | N.A | 17 | 50 | 506853 | East Region | Pasir Ris | 666 | 1 | 1.358005 | 103.965725 |
| 3 | V ON SHENTON | 5A Shenton Way #44-12 | 1 | 112 | Strata | 2855680 | 2847680 | 25426 | 2362 | 2019-02-28 | Apartment | 99 Yrs From 29/11/2011 | 2017 | New Sale | N.A | 1 | 6 | 68814 | Central Region | Downtown Core | 666 | 1 | 1.277083 | 103.849181 |
| 4 | THE BEACON | 130 Cantonment Road #10-04 | 1 | 103 | Strata | 1570000 | - | 15243 | 1416 | 2019-02-28 | Apartment | 99 Yrs From 05/03/2004 | 2008 | Resale | Private | 2 | 8 | 89775 | Central Region | Bukit Merah | 666 | 1 | 1.275875 | 103.840481 |
| 5 | WATERBANK AT DAKOTA | 78 Dakota Crescent #09-16 | 1 | 58 | Strata | 1080000 | - | 18621 | 1730 | 2019-02-28 | Condominium | 99 Yrs From 07/12/2009 | 2013 | Resale | Private | 14 | 39 | 399945 | Central Region | Geylang | 666 | 1 | 1.306554 | 103.888847 |
| 6 | MARGARET VILLE | 20 Margaret Drive #15-03 | 1 | 85 | Strata | 1560650 | - | 18361 | 1706 | 2019-02-28 | Apartment | 99 Yrs From 13/03/2017 | 2023 | New Sale | N.A | 3 | 14 | 149312 | Central Region | Queenstown | 666 | 1 | 1.299517 | 103.802807 |
| 7 | PARK COLONIAL | 4 Woodleigh Lane #10-12 | 1 | 63 | Strata | 1359000 | - | 21571 | 2004 | 2019-02-28 | Condominium | 99 Yrs From 11/10/2017 | 2023 | New Sale | N.A | 13 | 35 | 357686 | Central Region | Toa Payoh | 666 | 1 | 1.338682 | 103.869252 |
| 8 | BREEZE BY THE EAST | 316 Upper East Coast Road #04-03 | 1 | 116 | Strata | 1530000 | - | 13190 | 1225 | 2019-02-28 | Condominium | Freehold | 2011 | Resale | Private | 16 | 46 | 465520 | East Region | Bedok | 666 | 0 | 1.314138 | 103.937742 |
| 9 | THE TRE VER | 64 Potong Pasir Avenue 1 #14-24 | 1 | 65 | Strata | 1127112 | - | 17340 | 1611 | 2019-02-28 | Condominium | 99 Yrs From 27/03/2018 | 2023 | New Sale | N.A | 13 | 35 | 358393 | Central Region | Toa Payoh | 666 | 1 | 1.336988 | 103.864798 |
| project_name | address | num_units | area_sqm | area_type | total_price | nett_price | price_psm | price_psf | sale_date | property_type | tenure | completion_date | sale_type | purchaser_address | postal_district | postal_sector | postal_code | planning_region | planning_area | date_id | is_leasehold | lat | lon | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41728 | QUEENS | 12 Stirling Road #07-12 | 1 | 110 | Strata | 1468000 | - | 13345 | 1240 | 2018-08-01 | Condominium | 99 Yrs From 16/02/1998 | 2002 | Resale | HDB | 3 | 14 | 148955 | Central Region | Queenstown | 456 | 1 | 1.293048 | 103.806248 |
| 41729 | EAST MEADOWS | 32 Tanah Merah Kechil Road #03-23 | 1 | 111 | Strata | 1090000 | - | 9820 | 912 | 2018-08-01 | Condominium | 99 Yrs From 02/03/1998 | 2002 | Resale | HDB | 16 | 46 | 465559 | East Region | Bedok | 456 | 1 | 1.329294 | 103.944215 |
| 41730 | SIMSVILLE | 10 Geylang East Avenue 2 #03-08 | 1 | 91 | Strata | 960000 | - | 10549 | 980 | 2018-08-01 | Condominium | 99 Yrs From 01/12/1994 | 1998 | Resale | Private | 14 | 38 | 389758 | Central Region | Geylang | 456 | 1 | 1.316866 | 103.888865 |
| 41731 | THE COAST AT SENTOSA COVE | 276 Ocean Drive #03-26 | 1 | 244 | Strata | 4688000 | - | 19213 | 1785 | 2018-08-01 | Condominium | 99 Yrs From 11/04/2006 | 2009 | Resale | Private | 4 | 9 | 98449 | Central Region | Southern Islands | 456 | 1 | 1.246787 | 103.844402 |
| 41732 | CASTLE GREEN | 485 Yio Chu Kang Road #04-16 | 1 | 88 | Strata | 810000 | - | 9205 | 855 | 2018-08-01 | Condominium | 99 Yrs From 01/12/1993 | 1997 | Resale | Private | 26 | 78 | 787058 | North East Region | Ang Mo Kio | 456 | 1 | 1.385429 | 103.840723 |
| 41733 | PRIVE | 37 Punggol Field #03-36 | 1 | 77 | Strata | 828000 | - | 10753 | 999 | 2018-08-01 | Executive Condominium | 99 Yrs From 14/09/2010 | 2013 | Resale | HDB | 19 | 82 | 828809 | North East Region | Punggol | 456 | 1 | 1.400676 | 103.904700 |
| 41734 | PARK GREEN | 12 Rivervale Link #17-21 | 1 | 193 | Strata | 1470000 | - | 7617 | 708 | 2018-08-01 | Executive Condominium | 99 Yrs From 17/08/2001 | 2004 | Resale | HDB | 19 | 54 | 545045 | North East Region | Sengkang | 456 | 1 | 1.381216 | 103.900166 |
| 41735 | PRIVE | 37 Punggol Field #09-35 | 1 | 77 | Strata | 770000 | - | 10000 | 929 | 2018-08-01 | Executive Condominium | 99 Yrs From 14/09/2010 | 2013 | Resale | Private | 19 | 82 | 828809 | North East Region | Punggol | 456 | 1 | 1.400676 | 103.904700 |
| 41736 | EIGHT COURTYARDS | 12 Canberra Drive #11-24 | 1 | 106 | Strata | 1100000 | - | 10377 | 964 | 2018-08-01 | Condominium | 99 Yrs From 20/09/2010 | 2014 | Resale | Private | 27 | 76 | 768094 | North Region | Yishun | 456 | 1 | 1.438963 | 103.831365 |
| 41737 | BARTLEY RESIDENCES | 3A Lorong How Sun #09-19 | 1 | 99 | Strata | 1420000 | - | 14343 | 1333 | 2018-08-01 | Apartment | 99 Yrs From 29/06/2011 | 2015 | Resale | Private | 19 | 53 | 536561 | North East Region | Serangoon | 456 | 1 | 1.342722 | 103.881873 |